Within Session Motor Imagery Left Hand Vs 4
Metrics
AUC-ROC
CO2 Emission (g)
training time (s)
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | AUC-ROC | CO2 Emission (g) | training time (s) |
|---|---|---|---|
| the-largest-eeg-based-bci-reproducibility-1 | 73.83148148148148 | 0.0023018676362962964 | 4.534608688425926 |
| the-largest-eeg-based-bci-reproducibility-1 | 75.82777777777778 | 0.0627169262962963 | 52.18373611111111 |
| the-largest-eeg-based-bci-reproducibility-1 | 76.68703703703704 | 0.0014866114661481482 | 4.686696781111111 |
| the-largest-eeg-based-bci-reproducibility-1 | 70.64722222222223 | 0.08747840010185186 | 19.933118574074072 |
| the-largest-eeg-based-bci-reproducibility-1 | 76.88148148148147 | 0.0012470851392592593 | 3.3465501966666666 |
| the-largest-eeg-based-bci-reproducibility-1 | 83.57037037037037 | 0.0024145104012962965 | 5.273111012962963 |
| the-largest-eeg-based-bci-reproducibility-1 | 75.07222222222222 | 0.4983456616666667 | 2.7125740925925927 |
| the-largest-eeg-based-bci-reproducibility-1 | 59.166666666666664 | 0.08459861206481481 | 19.277117560185186 |
| the-largest-eeg-based-bci-reproducibility-1 | 77.27037037037037 | 0.005258449698148148 | 8.139176210185186 |
| the-largest-eeg-based-bci-reproducibility-1 | 83.09259259259258 | 0.0008697607500925927 | 2.4829364574074075 |
| the-largest-eeg-based-bci-reproducibility-1 | 76.2611111111111 | 0.001290584364037037 | 3.8623176347222223 |
| the-largest-eeg-based-bci-reproducibility-1 | 65.67222222222222 | 0.06521628261574074 | 14.961433282407407 |
| the-largest-eeg-based-bci-reproducibility-1 | 81.3425925925926 | 0.0021175731353703705 | 5.031711893518518 |
| the-largest-eeg-based-bci-reproducibility-1 | 55.12222222222223 | 0.17330265775 | 39.780105 |
| the-largest-eeg-based-bci-reproducibility-1 | 55.681481481481484 | 0.07880292099074075 | 17.962674342592592 |
| the-largest-eeg-based-bci-reproducibility-1 | 70.22962962962963 | 0.00100529917 | 3.1416363901851856 |
| the-largest-eeg-based-bci-reproducibility-1 | 84.16666666666667 | 0.8164949121481482 | 29.706403990740743 |
| the-largest-eeg-based-bci-reproducibility-1 | 66.21296296296296 | 0.0026458692239444445 | 6.251461617777778 |
| the-largest-eeg-based-bci-reproducibility-1 | 84.74444444444444 | 0.002646718319444444 | 4.678475692592593 |